{"total":14,"rows":[{"id":"2310.10835","title":"Provable Probabilistic Imaging using Score-Based Generative Priors","created":"2023-10-16","cited_by_count":51,"area":null},{"id":"2206.05431","title":"Learned reconstruction methods with convergence guarantees","created":"2022-06-11","cited_by_count":46,"area":null},{"id":"2402.01779","title":"Plug-and-Play image restoration with Stochastic deNOising REgularization","created":"2024-02-01","cited_by_count":17,"area":null},{"id":"2308.02797","title":"Thin On-Sensor Nanophotonic Array Cameras","created":"2023-08-05","cited_by_count":13,"area":null},{"id":"2204.10109","title":"Deep Model-Based Super-Resolution with Non-uniform Blur","created":"2022-04-21","cited_by_count":10,"area":null},{"id":"2305.05014","title":"Solving Linear Inverse Problems using Higher-Order Annealed Langevin Diffusion","created":"2023-05-08","cited_by_count":6,"area":null},{"id":"2402.05637","title":"Learning pseudo-contractive denoisers for inverse problems","created":"2024-02-08","cited_by_count":6,"area":null},{"id":"2507.15397","title":"MAP Estimation with Denoisers: Convergence Rates and Guarantees","created":"2025-07-21","cited_by_count":5,"area":null},{"id":"2305.15988","title":"Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms","created":"2023-05-25","cited_by_count":4,"area":null},{"id":"2210.10605","title":"Provably Convergent Plug & Play Linearized ADMM, applied to Deblurring Spatially Varying Kernels","created":"2022-10-19","cited_by_count":2,"area":null},{"id":"2605.16396","title":"Beyond MMSE: Enhancing PnP Restoration with ProxiMAP","created":"2026-05-12","cited_by_count":2,"area":null},{"id":"2209.02854","title":"Video Restoration with a Deep Plug-and-Play Prior","created":"2022-09-06","cited_by_count":1,"area":null},{"id":"2404.13866","title":"Plug-and-Play Algorithm Convergence Analysis From The Standpoint of Stochastic Differential Equation","created":"2024-04-22","cited_by_count":0,"area":null},{"id":"2510.19612","title":"Beyond sparse denoising in frames: minimax estimation with a scattering transform","created":"2025-10-22","cited_by_count":0,"area":null}],"next_cursor":null}